AI Article Synopsis

  • In endoscopic surgery, accurately determining the soft tissue's elastic properties and boundary conditions is crucial, but challenging due to changes during the operation.
  • A new method is introduced to identify the Young's modulus and equivalent spring constraint for soft tissue, using a two-step inverse algorithm rooted in finite element analysis.
  • The results from both simulations and physical experiments demonstrate that the proposed method effectively aligns with the actual values of the elastic properties and boundary conditions.

Article Abstract

In endoscopic surgery, the surgical navigation system needs to calculate the deformation of soft tissue by biomechanical model which requires elastic properties and boundary conditions. However, patient-specific elastic parameters and boundary conditions of soft tissue are hard to measure accurately from the preoperative images, especially the boundary conditions will change during the operation due to the ligament cutting. In addition, simple boundary conditions such as fixed constraints and free-force constraints are not physically adequate to simulate the elastic effect of ligaments attached to the liver. In this paper, we present a novel method to identify the Young's modulus and equivalent spring constraint boundary conditions of a locally observed soft tissue. Based on the spring constraint boundary condition, a two-step inverse algorithm is developed based on the finite element method (FEM) with integration of energy regularized Gauss-Newton (GN) method and -regularized method, which takes external forces and displacements of observable nodes as inputs. A series of numerical simulations and physical hydrogel phantom experiments were conducted. The results of simulation and physical experiments show that the Young's modulus and equivalent spring constraint boundary conditions identified by the proposed method agree well with their setup true values.

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Source
http://dx.doi.org/10.1080/10255842.2021.1959556DOI Listing

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